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phi4-mini:latest

OLLAMA GGUF

phi3 · 3.8B · Q4_K_M

Good

Nov 4, 2026 · Intel Core™ i7-9700

gemma-4-31b-it-mlx

LM-STUDIO MLX

gemma4 · 31B · 8bit

Excellent

Aug 19, 2026 · Apple M4 Max

Global Score
75 vs 85
Hardware Fit
84 vs 64
Quality Score
71 vs 94

Hardware

phi4-mini:latest gemma-4-31b-it-mlx
MachineVMware, Inc. VMware Virtual PlatformMacBook Pro
CPUIntel Core™ i7-9700Apple M4 Max
Cores416
RAM16 GB128 GB
GPUIntegrated / UnknownApple M4 Max
OSUbuntu 24.04.5 LTSmacOS 26.5.2
Archx64arm64
Power Modeunknownbalanced

Performance

phi4-mini:latest gemma-4-31b-it-mlx
Tokens/sec10.813.6
First chunk643 ms16 ms
TTFT643 ms558 ms
Load time31.5 s12.3 s
Memory usage2.9 GB0.0 GB
Memory %19%0%

HW Fit Score Breakdown

phi4-mini:latest

Speed
34/50
TTFT
20/20
Memory
30/30

gemma-4-31b-it-mlx

Speed
14/50
TTFT
20/20
Memory
30/30

Quality

phi4-mini:latest

Reasoning
13/20
Coding
14/20
Instruction
15/20
Structured
14/15
Math
6/15
Multilingual
9/10
Reasoning: Adequate Coding: Adequate Instruction Following: Strong Structured Output: Strong Math: Weak Multilingual: Strong

gemma-4-31b-it-mlx

Reasoning
19/20
Coding
19/20
Instruction
18/20
Structured
15/15
Math
14/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

Run yours and compare

$ npm install -g metrillm@latest
$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest